Monitoring

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Prediction

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About

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  • The goal of this dashboard is to present an end to end data science project using R in production with the help of open source tools.
  • The focus of the project is on the engineering part rather than the accuracy of the prediction model.
  • The model predicts the daily consumption for whole Norway 5 days ahead in time.
  • The model is trained using temperature data for Oslo area and historical production levels.
  • The model is trained and produce predictions every day using Github action



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System Architecture



System Architecture